fengyang95 / AIC_Weather_Forecasting
AI Challenger 2018 Weather Forecasting - 1st Place Solution
☆68Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for AIC_Weather_Forecasting
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆93Updated last year
- AI challenger 2018 TOP3 Solution☆15Updated 5 years ago
- A Baseline of Typhoon Prediction☆48Updated 11 months ago
- Repository of KDD Cup, 2018.☆54Updated 6 years ago
- 雷达回波外推,ConvLSTM,训练模型并外推。☆84Updated 6 years ago
- ☆34Updated 7 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆217Updated 6 years ago
- CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got…☆83Updated 6 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆150Updated 5 years ago
- My own study notes about artificial intelligence technology☆36Updated 2 years ago
- An implementation of tensorflow-based TrajGRU model☆23Updated 5 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆110Updated 5 years ago
- 佳格天地比赛,时空序列预测,决赛top6方案☆16Updated 5 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆35Updated 5 years ago
- TianChi AIEarth Contest Solution☆81Updated 3 years ago
- Convolutional LSTM for Precipitation Nowcasting☆50Updated 6 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆64Updated 3 years ago
- We use weather data of Ulsan, Korea from 1980 to 2017 to predict temperature.☆82Updated 3 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆189Updated 7 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆47Updated 10 months ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆124Updated 5 years ago
- Predicting Air Pollution in Beijing, China using Deep Neural Nets☆60Updated 6 years ago
- a easy pytorch implement of GeoMAN☆68Updated last year
- Typhoon Prediction☆12Updated 4 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆45Updated 2 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 3 years ago